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dlbook_notation

LaTeX files for the Deep Learning book notation

e2c_jpse

Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE

employegui

ert

fit_pc-shm-woodlands

a notebook detailing the workflow from Pc to SHM

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

geolog-used-to-automate-the-characterization-workflow-using-clerkes-rosetta-stone-calibration-data

Geolog Project with various python loglans used to create a user-defined workflow to characterize a complex carbonate reservoir using Clerke's Rosetta Stone data as calibration.

geomechanicsjupyter

This repository contain notes and python files that exemplify applications of geomechanics

imm_api

Python interface to injection moulding machines

kaggle-american-express-default-prediction-1st-solution

keras-io

Keras documentation, hosted live at keras.io

lasio

Python library for reading and writing well data using Log ASCII Standard (LAS) files

latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

learningml

This repository is intended to learn ML

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-oil-gas-industry

Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli

melanoma-detection-cnn-project

CNN_Skin_Cancer

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlgeoscience

Teaching material for ML in Geoscience course

models-from-scratch-

भविष्यवाणी - A curated list of Data Science Projects implementing various Machine Learning, Deep Learning, and Data Analysis methods. 🧙🏻‍♂️

nested-fno

neural_rock_typing

Can machines help us understand how to distinguish rock types?

notebooks-git

Notebooks, regarding S&S ML model

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

petroleum-ds-ml-with-python

pyreservoir

Python utilities for reservoir engineering calculations

python-bootcamp-for-geoengineers

Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.